Fahad Sarfraz

1. Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System
   2022/01/29 by Elahe Arani, Arani, Elahe, Fahad Sarfraz +3 · 15 citations
   Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Functions and Memory #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Memory Processes and Influences
2. Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
   2023/02/14 by Fahad Sarfraz, Sarfraz, Fahad, Elahe Arani +3 · 8 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function
3. Sparse Coding in a Dual Memory System for Lifelong Learning
   2022/12/28 by Fahad Sarfraz, Elahe Arani, Sarfraz, Fahad +3 · 5 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Memory Processes and Influences #Neural and Evolutionary Computing (cs.NE)
4. SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning
   2022/06/08 by Fahad Sarfraz, Sarfraz, Fahad, Elahe Arani +3 · 2 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Memory Processes and Influences #Neural and Evolutionary Computing (cs.NE)